ASGNet combines a spectrum-guided non-local perception module, multi-source semantic extractor, and dense cross-layer decoder to outperform 21 prior methods on five polyp segmentation benchmarks.
Small but mighty: Dynamic wavelet expert-guided fine-tuning of large-scale models for optical remote sensing object segmentation,
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ASGNet: Adaptive Spectrum Guidance Network for Automatic Polyp Segmentation
ASGNet combines a spectrum-guided non-local perception module, multi-source semantic extractor, and dense cross-layer decoder to outperform 21 prior methods on five polyp segmentation benchmarks.